Ctrl+Z Is Not a Strategy: When LLM Self-Correction Actually Works
Opening — Why this matters now Agentic AI systems are currently being sold with a suspiciously comforting ritual: generate an answer, ask the same model to reflect, then ask it to improve the answer. Repeat until the dashboard looks busy. In demos, this feels intelligent. In production, it may simply be a very expensive way to turn correct answers into wrong ones. ...